1 Przygotowanie danych

1.1 Grupowanie wartoƛci

ID data czas plec wiek trial_within_EMOCJE trail_within_ZAUFANIE face_category_and_gender NumerFoto face_filename response_EMOCJE response_ZAUFANIE response_latency_EMOCJE response_latency_ZAUFANIE FAC1_ISTOTA FAC2_STABIL FAC3_INFORM correct_EMOCJE
145068 110216 1899-12-31 09:40:52 0 20 11 12 15M 15 a15.jpg 2 21 4013 4463 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 43 44 15M 15 e15.jpg 3 19 4389 4829 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 55 56 15K 15 l15.jpg 0 8 4675 2935 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 115 116 15M 15 b15.jpg 3 11 5036 2856 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 127 128 15K 15 h15.jpg 1 10 3029 3027 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 131 132 15M 15 i15.jpg 2 12 3115 2532 0.3227277 0.6489107 -1.006086 0
145068 110216 1899-12-31 09:40:52 0 20 23 24 12K 12 c12.jpg 2 21 4409 3240 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 31 32 12M 12 b12.jpg 2 20 3287 3560 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 47 48 12M 12 r12.jpg 3 21 3740 6090 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 51 52 12K 12 j12.jpg 1 19 3731 3512 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 83 84 12M 12 i12.jpg 2 11 2571 5990 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 87 88 12K 12 f12.jpg 2 16 6705 3049 0.3227277 0.6489107 -1.006086 2
145068 110216 1899-12-31 09:40:52 0 20 27 28 9M 9 p09.jpg 2 18 3471 3282 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 67 68 9K 9 l09.jpg 5 15 1766 4677 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 71 72 9M 9 k09.jpg 5 18 1916 3164 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 95 96 9K 9 f09.jpg 4 17 2965 3478 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 123 124 9M 9 e09.jpg 2 14 4739 3003 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 139 140 9K 9 d09.jpg 5 10 1318 3568 0.3227277 0.6489107 -1.006086 4
145068 110216 1899-12-31 09:40:52 0 20 19 20 7K 7 l07.jpg 5 17 1264 4718 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 39 40 7K 7 j07.jpg 3 20 3177 3119 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 63 64 7M 7 e07.jpg 5 19 739 3624 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 107 108 7M 7 m07.jpg 3 8 3722 2913 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 111 112 7K 7 f07.jpg 7 14 2668 3138 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 143 144 7M 7 k07.jpg 6 10 2575 4056 0.3227277 0.6489107 -1.006086 6
145068 110216 1899-12-31 09:40:52 0 20 7 8 4K 4 h04.jpg 7 15 3326 2878 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 59 60 4K 4 f04.jpg 7 19 3413 3361 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 75 76 4M 4 e04.jpg 6 18 1678 3992 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 103 104 4K 4 c04.jpg 6 12 4750 3814 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 119 120 4M 4 m04.jpg 4 16 2455 3975 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 135 136 4K 4 d04.jpg 10 18 2674 2864 0.3227277 0.6489107 -1.006086 8
145068 110216 1899-12-31 09:40:52 0 20 3 4 1M 1 a01.jpg 7 20 3284 6982 0.3227277 0.6489107 -1.006086 10
145068 110216 1899-12-31 09:40:52 0 20 15 16 1K 1 j01.jpg 8 22 4439 3687 0.3227277 0.6489107 -1.006086 10
145068 110216 1899-12-31 09:40:52 0 20 35 36 1M 1 b01.jpg 5 22 1063 3887 0.3227277 0.6489107 -1.006086 10
145068 110216 1899-12-31 09:40:52 0 20 79 80 1K 1 h01.jpg 9 18 3655 5631 0.3227277 0.6489107 -1.006086 10
145068 110216 1899-12-31 09:40:52 0 20 91 92 1M 1 e01.jpg 6 20 1991 3658 0.3227277 0.6489107 -1.006086 10
145068 110216 1899-12-31 09:40:52 0 20 99 100 1K 1 d01.jpg 7 17 4347 3766 0.3227277 0.6489107 -1.006086 10
ID plec wiek FAC1_ISTOTA FAC2_STABIL FAC3_INFORM max_latency_EMOCJE_K_1 max_latency_EMOCJE_K_12 max_latency_EMOCJE_K_15 max_latency_EMOCJE_K_4 max_latency_EMOCJE_K_7 max_latency_EMOCJE_K_9 max_latency_EMOCJE_M_1 max_latency_EMOCJE_M_12 max_latency_EMOCJE_M_15 max_latency_EMOCJE_M_4 max_latency_EMOCJE_M_7 max_latency_EMOCJE_M_9 max_latency_ZAUFANIE_K_1 max_latency_ZAUFANIE_K_12 max_latency_ZAUFANIE_K_15 max_latency_ZAUFANIE_K_4 max_latency_ZAUFANIE_K_7 max_latency_ZAUFANIE_K_9 max_latency_ZAUFANIE_M_1 max_latency_ZAUFANIE_M_12 max_latency_ZAUFANIE_M_15 max_latency_ZAUFANIE_M_4 max_latency_ZAUFANIE_M_7 max_latency_ZAUFANIE_M_9 max_response_EMOCJE_K_1 max_response_EMOCJE_K_12 max_response_EMOCJE_K_15 max_response_EMOCJE_K_4 max_response_EMOCJE_K_7 max_response_EMOCJE_K_9 max_response_EMOCJE_M_1 max_response_EMOCJE_M_12 max_response_EMOCJE_M_15 max_response_EMOCJE_M_4 max_response_EMOCJE_M_7 max_response_EMOCJE_M_9 max_response_ZAUFANIE_K_1 max_response_ZAUFANIE_K_12 max_response_ZAUFANIE_K_15 max_response_ZAUFANIE_K_4 max_response_ZAUFANIE_K_7 max_response_ZAUFANIE_K_9 max_response_ZAUFANIE_M_1 max_response_ZAUFANIE_M_12 max_response_ZAUFANIE_M_15 max_response_ZAUFANIE_M_4 max_response_ZAUFANIE_M_7 max_response_ZAUFANIE_M_9 mean_latency_EMOCJE_K_1 mean_latency_EMOCJE_K_12 mean_latency_EMOCJE_K_15 mean_latency_EMOCJE_K_4 mean_latency_EMOCJE_K_7 mean_latency_EMOCJE_K_9 mean_latency_EMOCJE_M_1 mean_latency_EMOCJE_M_12 mean_latency_EMOCJE_M_15 mean_latency_EMOCJE_M_4 mean_latency_EMOCJE_M_7 mean_latency_EMOCJE_M_9 mean_latency_ZAUFANIE_K_1 mean_latency_ZAUFANIE_K_12 mean_latency_ZAUFANIE_K_15 mean_latency_ZAUFANIE_K_4 mean_latency_ZAUFANIE_K_7 mean_latency_ZAUFANIE_K_9 mean_latency_ZAUFANIE_M_1 mean_latency_ZAUFANIE_M_12 mean_latency_ZAUFANIE_M_15 mean_latency_ZAUFANIE_M_4 mean_latency_ZAUFANIE_M_7 mean_latency_ZAUFANIE_M_9 mean_response_EMOCJE_K_1 mean_response_EMOCJE_K_12 mean_response_EMOCJE_K_15 mean_response_EMOCJE_K_4 mean_response_EMOCJE_K_7 mean_response_EMOCJE_K_9 mean_response_EMOCJE_M_1 mean_response_EMOCJE_M_12 mean_response_EMOCJE_M_15 mean_response_EMOCJE_M_4 mean_response_EMOCJE_M_7 mean_response_EMOCJE_M_9 mean_response_ZAUFANIE_K_1 mean_response_ZAUFANIE_K_12 mean_response_ZAUFANIE_K_15 mean_response_ZAUFANIE_K_4 mean_response_ZAUFANIE_K_7 mean_response_ZAUFANIE_K_9 mean_response_ZAUFANIE_M_1 mean_response_ZAUFANIE_M_12 mean_response_ZAUFANIE_M_15 mean_response_ZAUFANIE_M_4 mean_response_ZAUFANIE_M_7 mean_response_ZAUFANIE_M_9 min_latency_EMOCJE_K_1 min_latency_EMOCJE_K_12 min_latency_EMOCJE_K_15 min_latency_EMOCJE_K_4 min_latency_EMOCJE_K_7 min_latency_EMOCJE_K_9 min_latency_EMOCJE_M_1 min_latency_EMOCJE_M_12 min_latency_EMOCJE_M_15 min_latency_EMOCJE_M_4 min_latency_EMOCJE_M_7 min_latency_EMOCJE_M_9 min_latency_ZAUFANIE_K_1 min_latency_ZAUFANIE_K_12 min_latency_ZAUFANIE_K_15 min_latency_ZAUFANIE_K_4 min_latency_ZAUFANIE_K_7 min_latency_ZAUFANIE_K_9 min_latency_ZAUFANIE_M_1 min_latency_ZAUFANIE_M_12 min_latency_ZAUFANIE_M_15 min_latency_ZAUFANIE_M_4 min_latency_ZAUFANIE_M_7 min_latency_ZAUFANIE_M_9 min_response_EMOCJE_K_1 min_response_EMOCJE_K_12 min_response_EMOCJE_K_15 min_response_EMOCJE_K_4 min_response_EMOCJE_K_7 min_response_EMOCJE_K_9 min_response_EMOCJE_M_1 min_response_EMOCJE_M_12 min_response_EMOCJE_M_15 min_response_EMOCJE_M_4 min_response_EMOCJE_M_7 min_response_EMOCJE_M_9 min_response_ZAUFANIE_K_1 min_response_ZAUFANIE_K_12 min_response_ZAUFANIE_K_15 min_response_ZAUFANIE_K_4 min_response_ZAUFANIE_K_7 min_response_ZAUFANIE_K_9 min_response_ZAUFANIE_M_1 min_response_ZAUFANIE_M_12 min_response_ZAUFANIE_M_15 min_response_ZAUFANIE_M_4 min_response_ZAUFANIE_M_7 min_response_ZAUFANIE_M_9 cechynieodzowne
zabawki.vs.ksiÄ…ĆŒka.1 cechynieodzowne
zabawki.vs.ksiÄ…ĆŒka.2 cechynieodzowne
zabawki.vs.ksiÄ…ĆŒka.3 cechynieodzowne
zabawki.vs.ksiÄ…ĆŒka.4 informacyjnosc
ssak.vs.Polak.1 informacyjnosc
ssak.vs.Polak.2 informacyjnosc
ssak.vs.Polak.3 informacyjnosc
ssak.vs.Polak.4 istota
Pies.vs.butelka.1 istota
Pies.vs.butelka.2 istota
Pies.vs.butelka.3 istota
Pies.vs.butelka.4 jednorodnosc
kamienie.szlachetne.vs.krzesƂa.1 jednorodnosc
kamienie.szlachetne.vs.krzesƂa.2 jednorodnosc..kamienie.szlachetne.vs.krzesƂa.3 jednorodnosc..kamienie.szlachetne.vs.krzesƂa.4 nieodwracalnosc
zwierzęta.vs.uczeƄ.1 nieodwracalnosc
zwierzęta.vs.uczeƄ.2 nieodwracalnosc
zwierzęta.vs.uczeƄ.3 nieodwracalnosc
zwierzęta.vs.uczeƄ.4 odrebnosc
drewno.vs.miękkie.1 odrebnosc
drewno.vs.miękkie.2 odrebnosc
drewno.vs.miękkie.3 odrebnosc
drewno.vs.miękkie.4 stabilnosc
owoce.vs.pieniądze.1 stabilnosc
owoce.vs.pieniądze.2 stabilnosc
owoce.vs.pieniądze.3 stabilnosc
owoce.vs.pieniądze.4
145068 0 20 0.3227277 0.6489107 -1.006086 4439 6705 4675 4750 3177 2965 3284 3740 5036 2455 3722 4739 5631 3512 3027 3814 4718 4677 6982 6090 4829 3992 4056 3282 9 2 1 10 7 5 7 3 3 6 6 5 22 21 10 19 20 17 22 21 21 18 19 18 4147 4948.333 3852 3540.75 2369.667 2016.333 2112.667 3199.333 4138.25 2066.5 2345.333 3375.333 4361.333 3267 2981 3229.25 3658.333 3907.667 4842.333 5213.333 3670 3983.5 3531 3149.667 8 1.666667 0.5 7.5 5 4.666667 6 2.333333 2.5 5 4.666667 3 19 18.66667 9 16 17 14 20.66667 17.33333 15.75 17 12.33333 16.66667 3655 3731 3029 2674 1264 1318 1063 2571 3115 1678 739 1916 3687 3049 2935 2864 3119 3478 3658 3560 2532 3975 2913 3003 7 1 0 6 3 4 5 2 2 4 3 2 17 16 8 12 14 10 20 11 11 16 8 14 7 2 4 3 2 3 5 2 7 6 6 8 6 9 7 4 6 6 5 9 8 7 5 4 6 7 7 7

1.2 Redukowanie korelacji między zmiennymi

2 Klasteryzacja z tezy badania

2.1 RozkƂad wartoƛci emocji i zaufania

2.2 four clusters

# WybĂłr zbioru danych

3 PorĂłwnanie algorytmĂłw

4 Wizualizacja klastrĂłw

5 Charakterystyka obserwacji w klastrach

5.1 mclust

5.2 hclust